Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9795950 | 0.8524103 | 0.5590192 |
| bt | 0.7807388 | 0.4520122 | -0.1328223 |
| maxnet | 0.7818498 | 0.4848948 | NA |
| gam | 0.7952782 | 0.4812139 | 0.1739979 |
| glm | 0.7349527 | 0.4458774 | 0.1209564 |